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Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment
BACKGROUND: Epistasis is one of the central themes in viral evolution due to its importance in drug resistance, immune escape, and interspecies transmission. However, there is a lack of experimental approach to systematically probe for epistatic residues. RESULTS: By utilizing the information from n...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4710013/ https://www.ncbi.nlm.nih.gov/pubmed/26754751 http://dx.doi.org/10.1186/s12864-015-2358-7 |
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author | Wu, Nicholas C. Du, Yushen Le, Shuai Young, Arthur P. Zhang, Tian-Hao Wang, Yuanyuan Zhou, Jian Yoshizawa, Janice M. Dong, Ling Li, Xinmin Wu, Ting-Ting Sun, Ren |
author_facet | Wu, Nicholas C. Du, Yushen Le, Shuai Young, Arthur P. Zhang, Tian-Hao Wang, Yuanyuan Zhou, Jian Yoshizawa, Janice M. Dong, Ling Li, Xinmin Wu, Ting-Ting Sun, Ren |
author_sort | Wu, Nicholas C. |
collection | PubMed |
description | BACKGROUND: Epistasis is one of the central themes in viral evolution due to its importance in drug resistance, immune escape, and interspecies transmission. However, there is a lack of experimental approach to systematically probe for epistatic residues. RESULTS: By utilizing the information from natural occurring sequences and high-throughput genetics, this study established a novel strategy to identify epistatic residues. The rationale is that a substitution that is deleterious in one strain may be prevalent in nature due to the presence of a naturally occurring compensatory substitution. Here, high-throughput genetics was applied to influenza A virus M segment to systematically identify deleterious substitutions. Comparison with natural sequence variation showed that a deleterious substitution M1 Q214H was prevalent in circulating strains. A coevolution analysis was then performed and indicated that M1 residues 121, 207, 209, and 214 naturally coevolved as a group. Subsequently, we experimentally validated that M1 A209T was a compensatory substitution for M1 Q214H. CONCLUSIONS: This work provided a proof-of-concept to identify epistatic residues by coupling high-throughput genetics with phylogenetic information. In particular, we were able to identify an epistatic interaction between M1 substitutions A209T and Q214H. This analytic strategy can potentially be adapted to study any protein of interest, provided that the information on natural sequence variants is available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2358-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4710013 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-47100132016-01-13 Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment Wu, Nicholas C. Du, Yushen Le, Shuai Young, Arthur P. Zhang, Tian-Hao Wang, Yuanyuan Zhou, Jian Yoshizawa, Janice M. Dong, Ling Li, Xinmin Wu, Ting-Ting Sun, Ren BMC Genomics Methodology Article BACKGROUND: Epistasis is one of the central themes in viral evolution due to its importance in drug resistance, immune escape, and interspecies transmission. However, there is a lack of experimental approach to systematically probe for epistatic residues. RESULTS: By utilizing the information from natural occurring sequences and high-throughput genetics, this study established a novel strategy to identify epistatic residues. The rationale is that a substitution that is deleterious in one strain may be prevalent in nature due to the presence of a naturally occurring compensatory substitution. Here, high-throughput genetics was applied to influenza A virus M segment to systematically identify deleterious substitutions. Comparison with natural sequence variation showed that a deleterious substitution M1 Q214H was prevalent in circulating strains. A coevolution analysis was then performed and indicated that M1 residues 121, 207, 209, and 214 naturally coevolved as a group. Subsequently, we experimentally validated that M1 A209T was a compensatory substitution for M1 Q214H. CONCLUSIONS: This work provided a proof-of-concept to identify epistatic residues by coupling high-throughput genetics with phylogenetic information. In particular, we were able to identify an epistatic interaction between M1 substitutions A209T and Q214H. This analytic strategy can potentially be adapted to study any protein of interest, provided that the information on natural sequence variants is available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2358-7) contains supplementary material, which is available to authorized users. BioMed Central 2016-01-12 /pmc/articles/PMC4710013/ /pubmed/26754751 http://dx.doi.org/10.1186/s12864-015-2358-7 Text en © Wu et al. 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Article Wu, Nicholas C. Du, Yushen Le, Shuai Young, Arthur P. Zhang, Tian-Hao Wang, Yuanyuan Zhou, Jian Yoshizawa, Janice M. Dong, Ling Li, Xinmin Wu, Ting-Ting Sun, Ren Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment |
title | Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment |
title_full | Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment |
title_fullStr | Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment |
title_full_unstemmed | Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment |
title_short | Coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza A virus M segment |
title_sort | coupling high-throughput genetics with phylogenetic information reveals an epistatic interaction on the influenza a virus m segment |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4710013/ https://www.ncbi.nlm.nih.gov/pubmed/26754751 http://dx.doi.org/10.1186/s12864-015-2358-7 |
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